{"id":"W4255526821","doi":"10.32920/ryerson.14666421","title":"Re-contextualizing a visual history of Canada : the division of the National Film Board of Canada's Still Photography Division collection","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Exhibition; Photography; Newspaper; Mandate; History of photography; Ephemera; Archivist; Visual arts; Collection development; Special collections; Library science; History; Media studies; Sociology; Political science; Art; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003741135,0.0006566015,0.000456252,0.007467525,0.0318378,0.02177239,0.00240453,0.001414288,0.01368461],"category_scores_gemma":[0.007943028,0.0005729301,0.0002801052,0.01284733,0.02180609,0.005639047,0.005342065,0.004162058,0.0007645204],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2017919,"about_ca_system_score_gemma":0.1769938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941023,"about_ca_topic_score_gemma":0.9976501,"domain_scores_codex":[0.9948348,0.000973971,0.0001351305,0.0006166521,0.00218273,0.001256772],"domain_scores_gemma":[0.992474,0.001113285,0.0003676988,0.000356831,0.004231261,0.001456811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006906689,0.00002745201,0.006950683,0.0003475325,0.00002585576,0.001052624,0.4857193,0.0003812477,0.0007308939,0.2516463,0.1671079,0.0859412],"study_design_scores_gemma":[0.000002625444,0.000004494753,0.01085008,0.0004848233,0.00001197352,0.0001344819,0.1384373,0.00008167923,0.0001959142,0.002023694,0.8477421,0.00003084887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1260444,0.02574233,0.006133155,0.05805192,0.002651635,0.0002093453,0.002512874,0.0002161678,0.7784382],"genre_scores_gemma":[0.8601026,0.01756617,0.004129565,0.004034532,0.0003383133,0.0001366294,0.0009631491,0.0004431363,0.1122859],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2017919,"threshold_uncertainty_score":0.9258083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148510302509996,"score_gpt":0.2363273279969047,"score_spread":0.2048422249718047,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}